EP3901829A4 - Data processing method and device, storage medium, and electronic device - Google Patents
Data processing method and device, storage medium, and electronic device Download PDFInfo
- Publication number
- EP3901829A4 EP3901829A4 EP19898280.3A EP19898280A EP3901829A4 EP 3901829 A4 EP3901829 A4 EP 3901829A4 EP 19898280 A EP19898280 A EP 19898280A EP 3901829 A4 EP3901829 A4 EP 3901829A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- storage medium
- data processing
- processing method
- electronic device
- electronic
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0495—Quantised networks; Sparse networks; Compressed networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
- G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/09—Supervised learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/096—Transfer learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/73—Deblurring; Sharpening
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20084—Artificial neural networks [ANN]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L69/00—Network arrangements, protocols or services independent of the application payload and not provided for in the other groups of this subclass
- H04L69/04—Protocols for data compression, e.g. ROHC
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Evolutionary Computation (AREA)
- General Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- General Health & Medical Sciences (AREA)
- Software Systems (AREA)
- Computing Systems (AREA)
- Life Sciences & Earth Sciences (AREA)
- Data Mining & Analysis (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- General Engineering & Computer Science (AREA)
- Computational Linguistics (AREA)
- Mathematical Physics (AREA)
- Molecular Biology (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Databases & Information Systems (AREA)
- Medical Informatics (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Neurology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Human Computer Interaction (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811545184.4A CN109685202B (en) | 2018-12-17 | 2018-12-17 | Data processing method and device, storage medium and electronic device |
| PCT/CN2019/115082 WO2020125236A1 (en) | 2018-12-17 | 2019-11-01 | Data processing method and device, storage medium, and electronic device |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| EP3901829A1 EP3901829A1 (en) | 2021-10-27 |
| EP3901829A4 true EP3901829A4 (en) | 2022-03-23 |
Family
ID=66186259
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP19898280.3A Pending EP3901829A4 (en) | 2018-12-17 | 2019-11-01 | Data processing method and device, storage medium, and electronic device |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US11689607B2 (en) |
| EP (1) | EP3901829A4 (en) |
| CN (1) | CN109685202B (en) |
| WO (1) | WO2020125236A1 (en) |
Families Citing this family (59)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11437032B2 (en) | 2017-09-29 | 2022-09-06 | Shanghai Cambricon Information Technology Co., Ltd | Image processing apparatus and method |
| US11397579B2 (en) | 2018-02-13 | 2022-07-26 | Shanghai Cambricon Information Technology Co., Ltd | Computing device and method |
| EP3651074B1 (en) | 2018-02-13 | 2021-10-27 | Shanghai Cambricon Information Technology Co., Ltd | Computation device and method |
| US11630666B2 (en) | 2018-02-13 | 2023-04-18 | Shanghai Cambricon Information Technology Co., Ltd | Computing device and method |
| CN110162162B (en) * | 2018-02-14 | 2023-08-18 | 上海寒武纪信息科技有限公司 | Processor control device, method and device |
| EP3624020B1 (en) | 2018-05-18 | 2025-07-02 | Shanghai Cambricon Information Technology Co., Ltd | Computation method and product thereof |
| EP3825841B1 (en) | 2018-06-27 | 2025-08-06 | Shanghai Cambricon Information Technology Co., Ltd | On-chip code breakpoint debugging method, on-chip processor, and chip breakpoint debugging system |
| CN110728364B (en) | 2018-07-17 | 2024-12-17 | 上海寒武纪信息科技有限公司 | Arithmetic device and arithmetic method |
| KR102519467B1 (en) | 2018-08-28 | 2023-04-06 | 캠브리콘 테크놀로지스 코퍼레이션 리미티드 | Data pre-processing method, device, computer equipment and storage medium |
| US11703939B2 (en) | 2018-09-28 | 2023-07-18 | Shanghai Cambricon Information Technology Co., Ltd | Signal processing device and related products |
| CN109685202B (en) | 2018-12-17 | 2023-03-21 | 腾讯科技（深圳）有限公司 | Data processing method and device, storage medium and electronic device |
| CN111385462A (en) | 2018-12-28 | 2020-07-07 | 上海寒武纪信息科技有限公司 | Signal processing device, signal processing method and related product |
| CN111832737B (en) | 2019-04-18 | 2024-01-09 | 中科寒武纪科技股份有限公司 | A data processing method and related products |
| US11847554B2 (en) | 2019-04-18 | 2023-12-19 | Cambricon Technologies Corporation Limited | Data processing method and related products |
| CN112085190B (en) | 2019-06-12 | 2024-04-02 | 上海寒武纪信息科技有限公司 | Method for determining quantization parameter of neural network and related product |
| US11676028B2 (en) | 2019-06-12 | 2023-06-13 | Shanghai Cambricon Information Technology Co., Ltd | Neural network quantization parameter determination method and related products |
| US12001955B2 (en) | 2019-08-23 | 2024-06-04 | Anhui Cambricon Information Technology Co., Ltd. | Data processing method, device, computer equipment and storage medium |
| JP7146954B2 (en) | 2019-08-23 | 2022-10-04 | 安徽寒武紀信息科技有限公司 | DATA PROCESSING METHOD, APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM |
| US12165039B2 (en) | 2019-08-23 | 2024-12-10 | Anhui Cambricon Information Technology Co., Ltd. | Neural network quantization data processing method, device, computer equipment and storage medium |
| CN112434781B (en) | 2019-08-26 | 2024-09-10 | 上海寒武纪信息科技有限公司 | Method, device and related product for processing data |
| WO2021036905A1 (en) | 2019-08-27 | 2021-03-04 | 安徽寒武纪信息科技有限公司 | Data processing method and apparatus, computer equipment, and storage medium |
| US11588796B2 (en) * | 2019-09-11 | 2023-02-21 | Baidu Usa Llc | Data transmission with obfuscation for a data processing (DP) accelerator |
| CN110659330B (en) * | 2019-09-23 | 2025-05-27 | 北京百度网讯科技有限公司 | Data processing method, device and storage medium |
| CN110955915B (en) * | 2019-12-14 | 2022-03-25 | 支付宝(杭州)信息技术有限公司 | Method and device for processing private data |
| CN111091182A (en) * | 2019-12-16 | 2020-05-01 | 北京澎思科技有限公司 | Data processing method, electronic device and storage medium |
| CN111049836A (en) * | 2019-12-16 | 2020-04-21 | 北京澎思科技有限公司 | Data processing method, electronic device and computer readable storage medium |
| CN111125760B (en) * | 2019-12-20 | 2022-02-15 | 支付宝(杭州)信息技术有限公司 | Model training, prediction method and system for protecting data privacy |
| CN111260053A (en) * | 2020-01-13 | 2020-06-09 | 支付宝(杭州)信息技术有限公司 | Method and apparatus for neural network model training using trusted execution environment |
| CN113298843B (en) | 2020-02-24 | 2024-05-14 | 中科寒武纪科技股份有限公司 | Data quantization processing method, device, electronic equipment and storage medium |
| CN113408716B (en) | 2020-03-17 | 2025-06-24 | 安徽寒武纪信息科技有限公司 | Computing device, method, board and computer readable storage medium |
| CN113408717B (en) | 2020-03-17 | 2025-09-09 | 安徽寒武纪信息科技有限公司 | Computing device, method, board card and computer readable storage medium |
| CN111522278A (en) * | 2020-05-22 | 2020-08-11 | 江苏中岚智能科技有限公司 | A real-time system integrating data acquisition, control and transmission functions |
| CN111709516B (en) * | 2020-06-09 | 2023-07-28 | 深圳先进技术研究院 | Neural network model compression method, compression device, storage medium, and equipment |
| CN111753761B (en) * | 2020-06-28 | 2024-04-09 | 北京百度网讯科技有限公司 | Model generation method, device, electronic device and storage medium |
| CN111860810A (en) * | 2020-06-30 | 2020-10-30 | 浪潮(北京)电子信息产业有限公司 | A neural network computing method, device and equipment based on FPGA |
| EP3944146A1 (en) * | 2020-07-21 | 2022-01-26 | Microsoft Technology Licensing, LLC | Distributed machine learning model |
| CN114065900B (en) * | 2020-07-30 | 2025-12-02 | 华为技术有限公司 | Data processing methods and data processing devices |
| WO2022050729A1 (en) | 2020-09-03 | 2022-03-10 | Samsung Electronics Co., Ltd. | Methods and wireless communication networks for handling data driven model |
| CN112783807B (en) * | 2020-12-31 | 2023-12-29 | 深圳大普微电子科技有限公司 | Model calculation method and system |
| CN112905189B (en) * | 2021-02-24 | 2024-06-25 | 嘉楠明芯(北京)科技有限公司 | Model translation method, device and computer readable storage medium |
| CN115080219A (en) * | 2021-03-15 | 2022-09-20 | 伊姆西Ip控股有限责任公司 | Data processing method, electronic device and computer program product |
| CN113240108B (en) * | 2021-05-13 | 2024-08-27 | 北京字跳网络技术有限公司 | Model training method, device and electronic equipment |
| CN115842835A (en) * | 2021-09-10 | 2023-03-24 | 华为技术有限公司 | Communication method and device |
| CN113792297B (en) * | 2021-09-10 | 2025-07-25 | 支付宝(杭州)信息技术有限公司 | Service processing method, device and equipment |
| US20230103149A1 (en) * | 2021-09-30 | 2023-03-30 | International Business Machines Corporation | Adaptively compressing a deep learning model |
| CN116010067A (en) * | 2021-10-20 | 2023-04-25 | 华为云计算技术有限公司 | Model reasoning method, cloud platform, equipment and storage medium |
| CN114239835A (en) * | 2021-12-09 | 2022-03-25 | 杭州电子科技大学 | Multi-device collaborative reasoning method for reducing network dependence |
| JP2023105469A (en) * | 2022-01-19 | 2023-07-31 | ソニーセミコンダクタソリューションズ株式会社 | Information processing device, information processing system, computer-readable recording medium, and information processing method |
| CN116579380A (en) * | 2022-01-30 | 2023-08-11 | 华为技术有限公司 | A data processing method and related equipment |
| CN114168251A (en) * | 2022-02-14 | 2022-03-11 | 龙旗电子(惠州)有限公司 | Language switching method, device, equipment, computer readable storage medium and product |
| CN115439731B (en) * | 2022-09-11 | 2025-12-05 | 贵州大学 | A method for fruit identification and localization during crop harvesting |
| CN118235492A (en) * | 2022-10-19 | 2024-06-21 | 北京小米移动软件有限公司 | Terminal positioning method and device based on AI model |
| CN117036720A (en) * | 2022-10-27 | 2023-11-10 | 腾讯科技（深圳）有限公司 | Image data processing methods, devices, equipment and storage media |
| KR20240125353A (en) * | 2023-02-10 | 2024-08-19 | 삼성전자주식회사 | Method and device for providing ai/ml media service in wireless communication system |
| CN119962660A (en) * | 2023-11-08 | 2025-05-09 | 华为技术有限公司 | A model reasoning method and device |
| CN117852071A (en) * | 2023-12-01 | 2024-04-09 | 羚羊工业互联网股份有限公司 | Privacy protection method based on large model and related device, equipment and storage medium |
| US12580624B2 (en) * | 2023-12-22 | 2026-03-17 | Cisco Technology, Inc. | Dynamic split computing for beamforming |
| CN119240523A (en) * | 2024-09-25 | 2025-01-03 | 中国长江电力股份有限公司 | A vision-based crane wire rope winding anomaly detection system and method |
| CN119296013B (en) * | 2024-12-12 | 2025-04-04 | 浙江大华技术股份有限公司 | Secondary studying and judging method, secondary studying and judging device and computer storage medium |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3327726A1 (en) * | 2016-11-04 | 2018-05-30 | Siemens Healthcare GmbH | Anonymous and secure classification using a deep learning network |
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| CN109685202B (en) * | 2018-12-17 | 2023-03-21 | 腾讯科技（深圳）有限公司 | Data processing method and device, storage medium and electronic device |
-
2018
- 2018-12-17 CN CN201811545184.4A patent/CN109685202B/en active Active
-
2019
- 2019-11-01 EP EP19898280.3A patent/EP3901829A4/en active Pending
- 2019-11-01 WO PCT/CN2019/115082 patent/WO2020125236A1/en not_active Ceased
-
2020
- 2020-10-29 US US17/083,607 patent/US11689607B2/en active Active
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3327726A1 (en) * | 2016-11-04 | 2018-05-30 | Siemens Healthcare GmbH | Anonymous and secure classification using a deep learning network |
Non-Patent Citations (3)
| Title |
|---|
| LI GUANGLI ET AL: "Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge", ADVANCES IN BIOMETRICS : INTERNATIONAL CONFERENCE, ICB 2007, SEOUL, KOREA, AUGUST 27 - 29, 2007 ; PROCEEDINGS; [LECTURE NOTES IN COMPUTER SCIENCE; LECT.NOTES COMPUTER], SPRINGER, BERLIN, HEIDELBERG, vol. 11139 Chap.40, no. 558, 27 September 2018 (2018-09-27), pages 402 - 411, XP047487421, ISBN: 978-3-540-74549-5, [retrieved on 20180927] * |
| See also references of WO2020125236A1 * |
| YUNJI CHEN ET AL: "Neurosurgeon : Collaborative Intelligence Between the Cloud and Mobile Edge", ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, 4 April 2017 (2017-04-04), 2 Penn Plaza, Suite 701 New York NY 10121-0701 USA, pages 615 - 629, XP055727018, ISBN: 978-1-4503-4465-4, DOI: 10.1145/3037697.3037698 * |
Also Published As
| Publication number | Publication date |
|---|---|
| EP3901829A1 (en) | 2021-10-27 |
| US11689607B2 (en) | 2023-06-27 |
| WO2020125236A1 (en) | 2020-06-25 |
| CN109685202B (en) | 2023-03-21 |
| US20210042889A1 (en) | 2021-02-11 |
| CN109685202A (en) | 2019-04-26 |
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